As artificial intelligence evolves, the demand for expanded memory capacities becomes apparent. This essential requirement stems from the need to preserve vast amounts of information, facilitating complex cognitive tasks and advanced reasoning. To address this challenge, researchers are actively developing novel architectures that push the boundar